| name | geo-discover |
| description | Discover evidence-aware GEO questions, query rewrites, intent clusters, and prioritized content opportunities from a structured brief. Use for AI search intent mining, question or keyword expansion, query research, FAQ discovery, 拓词, and GEO topic discovery in Chinese or English. |
GEO Discover
Workflow
- Read 'references/discovery-method.md' and prepare a protocol '1.0.0' GEO brief.
- Run the deterministic
python3 scripts/run_discover.py --input <brief.json> --output <runs-root> wrapper or python -m geo_seo_hub discover --input <brief.json> --output <runs-root>.
- Inspect 'quality-report.json'; surface all warnings and failed checks.
- Deliver the Artifact Bus directory as the output contract.
Output contract
Treat the output argument as the runs root. Produce '//input/geo-brief.json', 'run-manifest.json', 'evidence-ledger.json', 'query-map.json', 'opportunity-map.json', and 'quality-report.json'. Return the actual '/' directory.
Boundaries
Discovery is deterministic and file-backed. It records missing evidence and never invents platform responses, volume, ranking, conversion, competitor, or customer data. Diagnosis and content generation remain separate registry stages.
